Yassine Abbahaddou

18 papers A* 3A 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Key Principles of Graph Machine Learning: Representation, Robustness, and Generalization.
CoRR
Yassine Abbahaddou
2026 J jnl
Which Graph Shift Operator? A Spectral Answer to an Empirical Question.
CoRR
Yassine Abbahaddou
2025 A conf
ADMP-GNN: Adaptive Depth Message Passing GNN.
CIKM
Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis
2025 J jnl
ADMP-GNN: Adaptive Depth Message Passing GNN.
CoRR
Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis
2025 — conf
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect.
COLING Workshops
Guokan Shang, Hadi Abdine, Yousef Khoubrane, Amr Mohamed, Yassine Abbahaddou, Sofiane Ennadir, Imane Momayiz, Xuguang Ren, Eric Moulines, Preslav Nakov, Michalis Vazirgiannis, Eric P. Xing
2025 J jnl
Enhancing Graph Classification Robustness with Singular Pooling.
CoRR
Sofiane Ennadir, Oleg Smirnov, Yassine Abbahaddou, Lele Cao, Johannes F. Lutzeyer
2025 A* conf
Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation.
ICML
Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Amine Mohamed Aboussalah, Michalis Vazirgiannis
2025 — —
Key Principles of Graph Machine Learning: Representation, Robustness, and Generalization. (Principes clés de l'apprentissage automatique sur les graphes: représentation, robustesse et généralisation).
Yassine Abbahaddou
2024 A* conf
A Simple and Yet Fairly Effective Defense for Graph Neural Networks.
AAAI
Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024 J jnl
A Simple and Yet Fairly Effective Defense for Graph Neural Networks.
CoRR
Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024 J jnl
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect.
CoRR
Guokan Shang, Hadi Abdine, Yousef Khoubrane, Amr Mohamed, Yassine Abbahaddou, Sofiane Ennadir, Imane Momayiz, Xuguang Ren, Eric Moulines, Preslav Nakov, Michalis Vazirgiannis, Eric P. Xing
2024 A* conf
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks.
ICLR
Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024 J jnl
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks.
CoRR
Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024 J jnl
Centrality Graph Shift Operators for Graph Neural Networks.
CoRR
Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis
2024 J jnl
Gaussian Mixture Models Based Augmentation Enhances GNN Generalization.
CoRR
Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Amine Mohamed Aboussalah, Michalis Vazirgiannis
2024 J jnl
Graph Neural Networks on Discriminative Graphs of Words.
CoRR
Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis
2024 J jnl
Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models.
CoRR
Amine Mohamed Aboussalah, Yassine Abbahaddou
2024 J jnl
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields.
CoRR
Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis